{"id":"W4308338527","doi":"10.3390/curroncol29110665","title":"Laparoscopic versus Open Total Gastrectomy for Locally Advanced Gastric Cancer: Short and Long-Term Results","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastrectomy; Cancer; Term (time); General surgery; Laparoscopy; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002329229,0.0001825511,0.0004905954,0.0001484952,0.0001948104,0.00002806769,0.0002415249,0.00003816286,0.0003124881],"category_scores_gemma":[0.00007477072,0.0001791282,0.00007795698,0.0002713093,0.00007000899,0.00008688053,0.0006466907,0.0002653162,0.000002568848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006321481,"about_ca_system_score_gemma":0.0003523734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001978342,"about_ca_topic_score_gemma":0.0001149711,"domain_scores_codex":[0.9985125,0.0000531295,0.0003335699,0.0004843575,0.0002017278,0.000414696],"domain_scores_gemma":[0.9992623,0.0001578831,0.0001156998,0.0002406648,0.00006656002,0.000156911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01486288,0.0005197356,0.18044,0.0002447614,0.000175034,0.00006065501,0.0001629767,0.0000977063,0.00008710161,0.0001059346,0.02204111,0.7812021],"study_design_scores_gemma":[0.07105329,0.01262775,0.4864991,0.0001619456,0.0008000529,0.0001117346,0.0004560859,0.0004619587,0.00007448688,0.00003629338,0.4272776,0.0004397119],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813035,0.004589366,0.000248524,0.003623724,0.00573592,0.002834497,0.0001823104,0.00006974084,0.001412435],"genre_scores_gemma":[0.9932019,0.00115292,0.0005843222,0.000346397,0.0004875532,0.001980752,0.0004208343,0.00003541035,0.001789963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7807624,"threshold_uncertainty_score":0.7304636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086478603259497,"score_gpt":0.4328480621951375,"score_spread":0.3242002018691879,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}